ML Ops
Machine learning operations
data-ai-guide
by pluginagentmarketplace
Comprehensive data science, machine learning, and AI guide covering Python, deep learning, NLP, LLMs, prompt engineering, and MLOps. Use when building AI models, data pipelines, or machine learning systems.
test-skill
by galligan
A test skill for validating the packager
mixseek-debug
by drillan
MixSeek-Plusのデバッグ機能を有効化し、ログ出力を制御します。「デバッグモードを有効化」「verbose」「ログを出力」「ログレベル」「デバッグ設定」といった依頼で使用してください。
langfuse-observation-view
by neuradex
View Langfuse observation (Generation/Span) details. Use when checking specific LLM call input/output, debugging issues, or analyzing costs.
mixseek-team-config
by drillan
MixSeekのチーム設定ファイル（team.toml）を生成します。「チームを作成」「エージェント設定を生成」「Web検索チームを作って」「分析チームを設定」といった依頼で使用してください。Leader AgentとMember Agentの構成を定義します。
cost-aware-llm-pipeline
by shimo4228
"Use when building an LLM-powered app that needs cost control via model routing, budget tracking, retry, and prompt caching."
onnx-webgpu-converter
by jakerains
Convert HuggingFace transformer models to ONNX format for browser inference with Transformers.js and WebGPU. Use when given a HuggingFace model link to convert to ONNX, when setting up optimum-cli for ONNX export, when quantizing models (fp16, q8, q4) for web deployment, when configuring Transformers.js with WebGPU acceleration, or when troubleshooting ONNX conversion errors. Triggers on mentions of ONNX conversion, Transformers.js, WebGPU inference, optimum export, model quantization for browser, or running ML models in the browser.
oh-my-pi
by Changhochien
"Multi-agent orchestration for PI: team coordination, autonomous execution, persistence loops, and requirements gathering. USE FOR: multi-agent development, parallel execution, code implementation, architecture design, security review, test automation, project planning. Commands: /skill:team, /skill:autopilot, /skill:ralph, /skill:deep-interview, /skill:plan, /skill:verify"
bench-new-skill
by elliottrjacobs
Create new skills for the bench-skills repo following all conventions. Use when the user says "create a new skill", "add a skill", "new slash command", or wants to extend bench-skills with additional capabilities.
mongodb-aggregation-pipeline
by pluginagentmarketplace
Master MongoDB aggregation pipeline for complex data transformations. Learn pipeline stages, grouping, filtering, and data transformation. Use when analyzing data, creating reports, or transforming documents.
code-analyzer
by sxg
Analyze GitHub repository to extract methodology and generate the Methods section. Fourth step of writer workflow. Requires scope.md and cloned code/ repository.
anny-asset-pipeline
by simnova
Use when working on OpenClinXR Anny or Anny-compatible humanoid generation, source import, Blender rigging/cleanup, provenance, preflight reports, or promotion gates for case-defined humanoid actors. Keeps Anny output as a candidate source until license, provenance, rig, actor-role mapping, WebXR evidence, and false-readiness gates are satisfied.
together-api
by diskd-ai
Together AI API integration for building AI-powered applications with open-source models. Use when working with Together's Chat Completions API, Python SDK (together), TypeScript SDK (together-ai), CLI tool, tool use/function calling, vision/image understanding, image generation (FLUX, Stable Diffusion), video generation (Veo, Sora, Kling), audio transcription (Whisper), text-to-speech, streaming responses, embeddings, reranking, fine-tuning, or any Together AI API integration task. Triggers on mentions of Together AI, Together API, GroqCloud, open-source LLM inference, FLUX image generation, or Whisper transcription via Together.
image-gen
by maxgent-ai
AI image generation and editing. Use when users ask to generate, create, or draw images with AI, or edit and modify existing images.
train-robot-loop
by HangYu8123
Discover and run the authoritative controller-style robot policy train, evaluate, and improve flow. Use when asked to train a robot until a metric target is met, keep improving a policy, or run a long autonomous training loop.
skill-marketplace
by williamwg2025
技能市场，发现、安装、管理 OpenClaw 技能。支持评分、评论、排行榜。
tinybrain
by javimosch
Train tiny neural networks in pure machin (MFL) and ship them as JSON artifacts any MFL app embeds — MLP + SGD backprop for labeled data (classifiers/regressors, incl. bag-of-words intent routing), neuroevolution (GA + fitness closure) for control tasks (game AI), a deterministic PRNG for reproducible runs, and an agent-first CLI (train/predict/eval/guide). Use when an MFL program needs a learned controller, classifier, or scorer — NOT for generative text.
wandb-experiment-memory
by wilfred-dore
Query Weights & Biases experiment history to retrieve past optimization runs, compare configurations, and inform the next optimization decision. Use this skill when asked to review past AI optimization experiments, find the best configuration tried so far, understand what has already been explored, or suggest the next experiment to run based on W&B history.
ecommerce-images
by shuliuzhenhua-sys
电商商品图生成工作流技能。接收用户提供的商品原图，按模式生成主图、详情图或两者；详情图按套生成并在执行前询问用户需要几张；默认调用 banana-proxy，失败时回退到 baoyu-image-gen；仅支持用中文风格名选择主图/详情图风格。
strict-json-output-hardening
by Haruk1y
Improve strict JSON generation reliability for fine-tuned language models using parser-based evaluation, prompt alignment, and targeted retraining loops. Use when outputs are malformed, have extra text, or violate schema/range constraints.
grant-thinking-cn-biology
by martellevaliant19
Use when evaluating biology grant ideas in the Chinese funding context (NSFC, MOST, etc.) — diagnosing project legitimacy, mechanism-centered scientific questions, reviewer-aware logic, innovation discipline, feasibility, and scope control across funding levels (youth, general, key).
senior-data-engineer
by nimeshgurung
World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka, and modern data stack. Includes data modeling, pipeline orchestration, data quality, and DataOps. Use when designing data architectures, building data pipelines, optimizing data workflows, or implementing data governance.
cohere-streaming
by RSHVR
Cohere streaming reference for real-time text generation, tool use events, and RAG citations. Covers all stream event types and async streaming patterns.
video-gen
by maxgent-ai
AI video generation with text-to-video, image-to-video, and first/last frame control. Use when users ask to generate or create videos from text prompts or images.